Tripadvisor
Complaint signal is 1.2%.
Praise signal is 3.1%.
Baseline signal is 1.0%.
Delta vs baseline is 0.2 points.
Product
Appearance
System
Topic
Cleanliness appears in 1.1% of analyzed complaint excerpts in this market.
TripAdvisor is above the baseline by 0.2 percentage points.
Share of complaint snippets where this topic appears by platform.
This metric tracks topic presence in complaint snippets, not positive versus negative sentiment split.
Balance is praise minus complaint for this topic on the same platform.
Complaint signal
1.0%
Praise signal
2.8%
Complaint signal
1.2%
Praise signal
3.1%
Compare this subdivision with country-level Restaurants patterns.
Google Maps
Country baseline
0.9%
Tripadvisor
Country baseline
1.0%
Compare complaint and praise mentions by source, including the available baseline.
Tripadvisor
Complaint signal is 1.2%.
Praise signal is 3.1%.
Baseline signal is 1.0%.
Delta vs baseline is 0.2 points.
Google Maps
Complaint signal is 1.0%.
Praise signal is 2.8%.
Baseline signal is 0.9%.
Delta vs baseline is 0.1 points.
This is the largest measured difference between the current market and its available baseline.
Tripadvisor
0.2pp aboveCurrent signal is above baseline by 0.2 points (current 1.2%, baseline 1.0%).
Google Maps
0.1pp aboveCurrent signal is above baseline by 0.1 points (current 1.0%, baseline 0.9%).
These themes appear most often in the analyzed excerpts for this market.
After a few minutes of sitting there with the bartenders in front of us cleaning and ignoring us I looked online to see if they were closed and they were because I couldn't fathom any other reason for the weird behavior.
After that family left, he cleaned it and never called us over to sit there, meanwhile we were waiting outside.
Also their floors were very dirty or when you walk on floor your shoes would stick or make like a crunching noise.
10/10 quick and clean
Also, the bathroom could be cleaner.
2) Men's rest room was dirty.
A dirty space, rude staff who spoke little to any English, not a sign of a true German welcome.
Additionally, as he was cleaning the table he spilled some food scraps onto one of our party.
Clean.
Nice and clean.
Room was clean.
These excerpts show the review language behind the measured signal.
The fact that you do not have 'records' of the problems does not mean they did not occur; my experience with the cleaning and breakfast was deficient regardless of your usual standards.
Review rating: 1.0
Good, safe, clean space.
Review rating: 5.0
Not really clean or updated … I should have left … all the signals of a restaurant in decline….
Review rating: 1.0
Excellent Staff friendly very clean everything was superb
Review rating: 5.0
Coverage
315 insight listings mention Cleanliness in this scope.
Signal strength
Complaint signal is 1.1% across available platforms.
Praise signal is 3.0% across available platforms.
Next step
Pick one issue worth checking, then use recent reviews to see whether the pattern is still present.
Compare New York, United States with the national Restaurants pattern to see what stands out locally.
Use the Cleanliness signal to decide where to look, then check it against recent feedback from your own Restaurants.
Check how much evidence is available and when it was last updated before relying on the finding.
Reviews analyzed
28,312
Collected reviews: 864,754 · Analysis coverage: 3.3%
Platforms covered
2
Last update
July 26, 2026
Open the source reports behind this topic to check the platform metrics and surrounding analysis.
Google Maps
RestaurantsBuffalo Restaurants snapshot: 70 analyzed locations, 46,618 published reviews, and a reported average rating of 4.45.
TripAdvisor
RestaurantsBuffalo Restaurants snapshot: 107 analyzed locations, 29,875 published reviews, and a reported average rating of 4.17.
Google Maps
RestaurantsNew York Restaurants snapshot: 86 analyzed locations, 99,712 published reviews, and a reported average rating of 4.36.
TripAdvisor
RestaurantsNew York Restaurants snapshot: 211 analyzed locations, 255,235 published reviews, and a reported average rating of 4.3.
Compare this finding with another topic or a broader market.
This page covers Restaurants in New York, United States. Compare it with the country view to see whether the difference is regional.
Compare other themes in New York, United States, Restaurants to see whether this finding stands alone or belongs to a wider pattern.
Compare the broader market or return to the topic library.